NFDI4DataScience Datasets

rubric

This rubric consists of assessment metrics that evaluate the FAIR maturity of datasets generated/used by the AI/Data Science communities. The metrics are proposed based on relevant and well-established initiatives (FAIRsFAIR Data Object Assessment Metrics v0.5, 10.5281/zenodo.6461229), and rely on an automatic assessment method (potentially conducted via the F-UJI tool).

License: https://creativecommons.org/licenses/by/4.0/

Tags: FAIR Dataset FAIR assessment NFDI4DataScience

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Associated Metrics (16)

Links to Related Entities

yesnobut

FsF-I3-01M: Metadata includes links between the data and its related entities. Test: 1) Related r...

Metadata of Data Content

yesnobut

FsF-R1-01MD: Metadata specifies the content of the data. This metric evaluates if the content of th...

Data Usage License

yesnobut

FsF-R1.1-01M: Metadata includes license information under which data can be reused. This metric eva...

Data Provenance

yesnobut

FsF-R1.2-01M: Metadata includes provenance information about data creation or generation. Data prov...

Community Metadata Standard

yesnobut

FsF-R1.3-01M: Metadata follows a standard recommended by the target research community of the data. ...

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